Bioinformatics | Computational Biology | Genomics VEHiCLE: a Variationally Encoded Hi-C Loss Enhancement algorithm for improving and generating Hi-C data. April 24, 2021
Bioinformatics | Computational Biology Improving protein domain classification for third-generation sequencing reads using deep learning. April 10, 2021
Bioinformatics | Computational Biology | Molecular Biology NPI-GNN: Predicting ncRNA-protein interactions with deep graph neural networks. April 6, 2021
Bioinformatics | Computational Biology | Structural Biology Improved sequence-based prediction of interaction sites in α-helical transmembrane proteins by deep learning. April 5, 2021
Bioinformatics | Computational Biology | Infectious Diseases Comprehensive assessment of machine learning-based methods for predicting antimicrobial peptides. March 28, 2021
Biomedical Informatics | Computational Biology | Drug Development Biomedical data and deep learning computational models for predicting compound-protein relations. March 26, 2021
Bioinformatics | Biomedical Informatics | Computational Biology Bionoi: A Voronoi Diagram-Based Representation of Ligand-Binding Sites in Proteins for Machine Learning Applications. March 24, 2021
Bioinformatics | Computational Biology TALE: Transformer-based protein function Annotation with joint sequence-Label Embedding. March 23, 2021
Bioinformatics | Computational Biology | Drug Discovery Improved Protein-Ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference. March 23, 2021
Bioinformatics | Computational Biology | Molecular Biology A systematic review of computational methods for predicting long noncoding RNAs. March 23, 2021
Chemistry | Computational Biology | Pharmacology Diversity oriented Deep Reinforcement Learning for targeted molecule generation. March 22, 2021
Bioinformatics | Computational Biology | Molecular Biology EDLMFC: an ensemble deep learning framework with multi-scale features combination for ncRNA-protein interaction prediction. March 20, 2021